首页|机器人视觉示教技术在装配作业中的仿真研究

机器人视觉示教技术在装配作业中的仿真研究

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工件装配在工业制造中占有重要地位,实现机器人复杂而灵巧的装配动作,对于提升工业制造智能化水平具有重要意义.针对装配作业任务,将视觉示教与机器人技能学习相结合,首先搭建基于Kinect2相机和AR标签的机器人示教系统获取示教数据;接着设计了机器人装配技能学习算法生成新的运动轨迹;最后在Gazebo仿真平台完成了对上述方法的验证.该方法具有效率高、可操作性强等优点,在工业制造领域有着广阔的应用前景,同时对于机器人示教学习相关实践教学和应用研究具有重要意义.
Assembly Simulation Research Based on Robot Visual Demonstration Technology
Work assembly plays an important role in industrial manufacturing,and it is of great significance to improve the intelli-gent level of industrial manufacturing to realize the complex and smart assembly action for robots.For assembly tasks,visual dem-onstration and robot skill learning are combined in this paper.Firstly,a robot demonstration system based on Kinect2 camera and AR tag is built to obtain the demonstration data.Then,the robot assembly skill learning algorithm is designed to generate a new tra-jectory.Finally,the verification of the above method is completed on the Gazebo simulation platform.The proposed method has the advantages of high efficiency and strong operability,and has broad application prospects in the field of industrial manufacturing.At the same time,it is important for the practical teaching and application research related to robot teaching and learning.

RobotsAssembly TaskVisual DemonstrationSimulation

占宏、杨佳龙、杨辰光

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华南理工大学自动化科学与工程学院,广东广州 510641

机器人 装配任务 视觉示教 仿真

国家自然科学基金项目广东省高等教育教学改革项目广东省高等教育教学改革项目华南理工大学2021年校级教研教改项目

U20A20200粤教高函[2023]4号20220399C9213106

2024

机械设计与制造
辽宁省机械研究院

机械设计与制造

CSTPCD北大核心
影响因子:0.511
ISSN:1001-3997
年,卷(期):2024.404(10)
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